Dr. Elizabeth Stevens
Associate Professor, Instructional Faculty
Program Director for the Faculty of Engineering
Program Director for the Faculty of Engineering
Fowler School of Engineering; Electrical Engineering and Computer Science
Office Location:
Keck Center for Science and Engineering Swenson Hall N314
- Education:
- Chapman University, Bachelor of Science
Chapman University, Master of Science
Chapman University, Ph.D.
Recent Creative, Scholarly Work and Publications
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Springer, Tom, Elia Eiroa-Lledo, Elizabeth Stevens, and Erik Linstead. "On-Device Deep Learning Inference for System-on-Chip (SoC) Architectures." Electronics 10, no. 6 (2021): 689.
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Gardner-Hoag, Julie, Marlena Novack, Chelsea Parlett-Pelleriti, Elizabeth Stevens, Dennis Dixon, and Erik Linstead. "Unsupervised Machine Learning for Identifying Challenging Behavior Profiles to Explore Cluster-Based Treatment Efficacy in Children With Autism Spectrum Disorder: Retrospective Data Analysis Study." JMIR Medical Informatics 9, no. 6 (2021): e27793.
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Woodward, D., Elizabeth Stevens, Erik Linstead. “Generating Transit Light Curves with Variational Autoencoders.” International Conference on Space Mission Challenges for Information Technology. Pasadena, CA. July, 2019.
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Stevens, Elizabeth, Dennis R. Dixon, Marlena N. Novack, Doreen Granpeesheh, Tristram Smith, and Erik Linstead. "Identification and analysis of behavioral phenotypes in autism spectrum disorder via unsupervised machine learning." International Journal of Medical Informatics 129 (2019): 29-36.
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Hong, Esther, Dennis R. Dixon, Elizabeth Stevens, Claire O. Burns, and Erik Linstead. "Topography and Function of Challenging Behaviors in Individuals with Autism Spectrum Disorder." Advances in Neurodevelopmental Disorders (2018): 1-10.
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Atchison, Abigail, Christina Berardi, Natalie Best, Elizabeth Stevens, and Erik Linstead. "A time series analysis of TravisTorrent builds: to everything there is a season." In Proceedings of the 14th International Conference on Mining Software Repositories, pp. 463-466. IEEE Press, 2017.
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Stevens, Elizabeth, Abigail Atchison, Laura Stevens, Esther Hong, Doreen Granpeesheh, Dennis Dixon, and Erik Linstead. "A Cluster Analysis of Challenging Behaviors in Autism Spectrum Disorder." 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA), Cancun, 2017, pp. 661-666
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Linstead, Erik, Dennis R. Dixon, Ryan French, Doreen Granpeesheh, Hilary Adams, Rene German, Alva Powell, Elizabeth Stevens, Jonathan Tarbox, and Julie Kornack. "Intensity and Learning Outcomes in the Treatment of Children With Autism Spectrum Disorder." Behavior modification 41, no. 2 (2017): 229-252.
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Dixon, Dennis R., Erik Linstead, Doreen Granpeesheh, Marlena N. Novack, Ryan French, Elizabeth Stevens, Laura Stevens, and Alva Powell. "An evaluation of the impact of supervision intensity, supervisor qualifications, and caseload on outcomes in the treatment of autism spectrum disorder." Behavior analysis in practice 9, no. 4 (2016): 339-348.